{"id":"W2563079942","doi":"10.1017/cjn.2016.415","title":"The Ontario Neurodegenerative Disease Research Initiative (ONDRI)","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Toronto Western Hospital; Health Sciences Centre; University Health Network; Ottawa Hospital; University of Waterloo; Toronto Dementia Research Alliance; Western University; University of Toronto; Baycrest Hospital; University of Ottawa; St. Michael's Hospital; Sunnybrook Health Science Centre","funders":"Faculty of Health Sciences, Queen's University; Centre for Addiction and Mental Health Foundation; Canadian Institutes of Health Research; London Health Sciences Foundation; Strong; Queen's University; McMaster University; Temerty Family Foundation; University of Ottawa; Heart and Stroke Foundation of Canada; Ontario Brain Institute; Government of Ontario","keywords":"Frontotemporal dementia; Disease; Amyotrophic lateral sclerosis; Neuroimaging; Dementia; Cognition; Medicine; Neuroscience; Psychology; Physical medicine and rehabilitation; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.009785231,0.0002738953,0.0003750576,0.0009557143,0.006429767,0.0009004241,0.001715287,0.0001058166,0.0004865674],"category_scores_gemma":[0.006714366,0.0001203125,0.0002641868,0.001406402,0.01656829,0.0009252358,0.0001280137,0.001702885,0.00001759806],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006323811,"about_ca_system_score_gemma":0.01409937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003051347,"about_ca_topic_score_gemma":0.3431487,"domain_scores_codex":[0.9924809,0.002386134,0.000748136,0.0005619421,0.001864862,0.001958007],"domain_scores_gemma":[0.9917538,0.002222109,0.0003964984,0.0002006386,0.001872478,0.003554463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004191286,0.00004586293,0.9784669,0.000003109903,0.00002333254,0.008482789,0.0004571686,0.00002288621,0.0001041989,0.001450117,0.002336322,0.00818818],"study_design_scores_gemma":[0.0006922666,0.08025997,0.8568288,0.00009248241,0.00004624556,0.008853179,0.000421413,0.00006568666,0.0003517506,0.02716727,0.0250028,0.0002181003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598403,0.0007899465,0.00002857377,0.03041931,0.000598462,0.0002998488,0.000008900867,0.000009888584,0.008004751],"genre_scores_gemma":[0.9951251,0.00058698,0.0002547431,0.002943064,0.00032688,0.000009177063,1.63215e-7,0.00001088972,0.0007430317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3400973,"threshold_uncertainty_score":0.9948637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016374790068898,"score_gpt":0.3554623033537268,"score_spread":0.253824824346837,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}